Title: 2026 100% Free CCDAK¨CValid 100% Free Reliable Dumps | CCDAK Reliable Exam Cram [Print This Page] Author: evancoo279 Time: 2/20/2026 22:03 Title: 2026 100% Free CCDAK¨CValid 100% Free Reliable Dumps | CCDAK Reliable Exam Cram P.S. Free 2026 Confluent CCDAK dumps are available on Google Drive shared by Dumpexams: https://drive.google.com/open?id=1VXuLUtC0zC6P9JY8iRUDtQzkxq8q1to6
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The CCDAK Certification Exam is an important certification for developers who want to work with Kafka and Confluent's platform. It demonstrates to employers and clients that a developer has the skills and knowledge necessary to build and manage Kafka-based applications using Confluent's platform. In addition, the certification can help developers advance their careers and increase their earning potential.
Confluent CCDAK certification demonstrates a developer¡¯s expertise in Apache Kafka and can enhance their career prospects. Confluent Certified Developer for Apache Kafka Certification Examination certification is recognized globally and can help developers stand out from the competition. Certified developers can also join the Confluent Community and access exclusive resources, such as webinars, forums, and meetups. They can also showcase their certification on their professional profile and resume.
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A stream processing application is tracking user activity in online shopping carts.
You want to identify periods of user inactivity.
Which type of Kafka Streams window should you use?
A. Tumbling
B. Hopping
C. Session
D. Sliding
Answer: C
Explanation:
Session windows are ideal for tracking periods of activity separated by inactivity, such as user sessions.
From Kafka Streams Documentation > Windowing:
"A session window captures streams of events that are intermittent and separated by a gap of inactivity." Tumbling/Hopping/Sliding windows are fixed in size Session windows are dynamic and close after inactivity timeout This makes them perfect for identifying gaps in user interaction.
Reference: Kafka Streams Developer Guide > Session Windows
NEW QUESTION # 79
Refer to the producer code below. It features a 'Callback' class with a method called 'onCompletion()'.
In the 'on Completion*.)' method, what does the 'metadata.offset()' value represent?
producer.send(record, new MyCallback(record));
A. The id of the partition that the message was committed to
B. The number of bytes that overflowed beyond a producer batch of messages
C. The sequential id of the message is committed into a partition
D. Its position in the producer's batch of messages
Answer: C
NEW QUESTION # 80
What are two examples of performance metrics?
(Select two.)
A. Number of active user sessions
B. Number of active users
C. total-login-attempts
D. fetch-rate
E. Time of last failed login
F. incoming-byte-rate
Answer: D,F
Explanation:
* fetch-rate: Measures how frequently consumers fetch data - critical for monitoring throughput.
* incoming-byte-rate: Shows how much data is being written to the broker per second - a key producer-side metric.
FromKafka JMX Metrics Guide:
"fetch-rate, incoming-byte-rate, request-latency are key performance metrics for producers and consumers."
* B, C, E, and F areapplication-layer business metrics, not Kafka performance metrics.
Reference:Kafka Monitoring > JMX Metrics
NEW QUESTION # 81
How will you read all the messages from a topic in your KSQL query?
A. KSQL reads from the beginning of a topic, by default.
B. KSQL reads from the end of a topic. This cannot be changed.
C. Use KSQL CLI to set auto.offset.reset property to earliest
Answer: C
Explanation:
Consumers can set auto.offset.reset property to earliest to start consuming from beginning. For KSQL, SET 'auto.offset.reset'='earliest';
NEW QUESTION # 82
A bank uses a Kafka cluster for credit card payments. What should be the value of the property unclean.leader.
election.enable?
A. FALSE
B. TRUE
Answer: A
Explanation:
Setting unclean.leader.election.enable to true means we allow out-of-sync replicas to become leaders, we will lose messages when this occurs, effectively losing credit card payments and making our customers very angry.
NEW QUESTION # 83
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